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tensorflow/c/eager/c_api_test_util.h
TF_DeleteTensor(t); TF_DeleteStatus(status); return th; } // Return a scalar tensor handle with given values. template <class T, TF_DataType datatype> TFE_TensorHandle* TestScalarTensorHandle(TFE_Context* ctx, const T value) { T data[] = {value}; return TestTensorHandleWithDims<T, datatype>(ctx, data, nullptr, 0); } // Return a tensor handle containing a 100x100 matrix of floats
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tensorflow/c/eager/tape.h
// gradient function can accept None values. e.g. FusedBatchNorm outputs 5 // values and hence receives 5 gradient values during backprop. However the // gradient function uses only the first of those values and ignores the rest. // The entry, "FusedBatchNorm": [1, 2, 3, 4], indicates that only the gradient // corresponding to index 0 is used, and the gradient values at indices 1-4 are
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RELEASE.md
type annotation for variables representing a Tensor or a value that can be converted to Tensor by `tf.convert_to_tensor`. * Calling ops with a python constants or numpy values is now consistent with tf.convert_to_tensor behavior. This avoids operations like tf.reshape truncating inputs such as from int64 to int32. * Adds `tf.sparse.map_values` to apply a function to the `.value`s of `SparseTensor` arguments.
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ci/official/utilities/setup.sh
else FROM_ENV=$(mktemp) # "export -p" prints a list of environment values in a safe-to-source format, # e.g. `declare -x TFCI_BAZEL_COMMON_ARGS="list of args"` for bash. export -p | grep TFCI > "$FROM_ENV" # Source the default ci values source ./ci/official/envs/ci_default # TODO(angerson) write this documentation
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ci/official/upload.sh
ls "$DOWNLOADS" # Upload all build artifacts to e.g. gs://tensorflow/versions/2.16.0-rc1 (releases) or # gs://tensorflow/nightly/2.16.0-dev20240105 (nightly), overwriting previous values. if [[ "$TFCI_ARTIFACT_FINAL_GCS_ENABLE" == 1 ]]; then gcloud auth activate-service-account --key-file="$TFCI_ARTIFACT_FINAL_GCS_SA_PATH" # $TF_VER_FULL will resolve to e.g. "2.15.0-rc2". Since $TF_VER_FULL comes
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tensorflow/c/experimental/filesystem/plugins/gcs/gcs_filesystem.cc
const char* block_size_env = std::getenv(kBlockSize); if (block_size_env && absl::SimpleAtoi(block_size_env, &value)) { block_size = value * 1024 * 1024; } const char* max_bytes_env = std::getenv(kMaxCacheSize); if (max_bytes_env && absl::SimpleAtoi(max_bytes_env, &value)) { max_bytes = static_cast<size_t>(value * 1024 * 1024); } const char* max_staleness_env = std::getenv(kMaxStaleness);
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tensorflow/c/eager/gradient_checker.cc
#include "tensorflow/c/tf_tensor.h" namespace tensorflow { namespace gradients { using namespace std; // ================== Helper functions ================= // Fills data with values [start,end) with given step size. void Range(vector<int32_t>* data, int32_t start, int32_t end, int32_t step = 1) { for (int32_t i = start; i < end; i += step) { (*data)[i] = i; } }
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tensorflow/c/eager/c_api_distributed_test.cc
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